Novolis Docs
novolis-machinelearning / design.md

Design

dotnetmachine-learningnovolis

Machine learning core, AutoML, and neural utilities for Novolis.

Published docs: https://novolis-platform.github.io/.github/novolis-machinelearning/

Layer placement

Follow library-boundaries for layer placement.

Goals

  • Keep public APIs documented and packable as Novolis.* on GitHub Packages (when applicable).
  • Prefer BCL types and existing Novolis packages over parallel abstractions.
  • Document restore and ProjectReference-mode builds without local NuGet folder feeds.

Non-goals

  • Local NuGet folder feeds or committed cross-repo ProjectReference into sibling checkouts.
  • Avalonia package references outside Novolis.Avalonia.*.
  • Upward spine dependencies (e.g. Math → Simulation).

Packages

  • Novolis.MachineLearning.Algorithms
  • Novolis.MachineLearning.AutoMl
  • Novolis.MachineLearning.Core
  • Novolis.MachineLearning.Dump
  • Novolis.MachineLearning.Neural
  • Novolis.MachineLearning.Neural.Abstractions

Topics

  • dotnet
  • machine-learning
  • novolis